{"city":{"slug":"melbourne-au","name":"Melbourne","country":"AU","country_name":"Australia"},"category":{"key":"event_venue","label":"Event Venue","phrase":"event venues","family":"arts_and_entertainment"},"candidates":27,"rank":{"method":"curation quality, not popularity: how well attested and how complete a record is","weights":{"attest":0.35,"complete":0.25,"confidence":0.2,"designation":0.4,"fame":-0.15,"chain":-0.3},"limit":"no licensable popularity signal; this ranks curation quality, not taste","anchors":{"wikivoyage":{"status":"validation-only","source":"Wikivoyage (English) editorial listings","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/","attribution":"Wikivoyage contributors","gate_m":250,"min_group":10,"matched":5951,"matched_cities":294,"anchors_in_groups":5651,"groups":1554,"cities_in_groups":267,"median_percentile":73.02,"share_top_decile":0.242,"share_rank_1":0.029,"families":{"arts_and_entertainment":{"anchors":1112,"cities":122,"validated":true,"median_percentile":70.83,"share_top_decile":0.221},"food_and_drink":{"anchors":2312,"cities":180,"validated":true,"median_percentile":71.88,"share_top_decile":0.228},"health_care":{"anchors":5,"cities":5,"validated":false},"lifestyle_services":{"anchors":17,"cities":16,"validated":false},"lodging":{"anchors":1442,"cities":235,"validated":true,"median_percentile":76.19,"share_top_decile":0.275},"shopping":{"anchors":528,"cities":110,"validated":true,"median_percentile":76.42,"share_top_decile":0.261},"sports_and_recreation":{"anchors":209,"cities":70,"validated":true,"median_percentile":69.69,"share_top_decile":0.22},"travel_and_transportation":{"anchors":26,"cities":22,"validated":false}},"limit":"An anchor only exists where Wikivoyage and the catalogue name the same place, so the matched set is biased toward well-attested places - which the rank rewards through `attest`. Every number here is a lower bound on the ranking's agreement with editorial selection, not an unbiased estimate of it."},"michelin":{"matched":533,"anchors_in_groups":528,"median_percentile":100,"circular":true,"why":"partly circular: 17 of the 5,951 Wikivoyage anchors carry the designation term this rank rewards (designation +0.40) and sit at a median percentile of 99.93, against 72.55 for the 5,934 matched anchors without it. A validation set that shares a term with the model measures the term, not the model.","designated":{"anchors":17,"median_percentile":99.93},"undesignated":{"anchors":5934,"median_percentile":72.55}},"heritage":{"matched_in_groups":1,"median_percentile":87.5,"note":"one anchor: too few to validate anything"}}},"sources":[{"id":"meta","name":"Meta","licence":"CDLA-Permissive-2.0"},{"id":"microsoft","name":"Microsoft","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"}],"attribution":"Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).","placement":"Nobody paid for placement: no ads, no sponsored results, no ratings for sale.","no_ratings":"The catalogue carries no rating, review count, price or opening hours, so this file has none.","transit":{"source":"Wikidata","licence":"CC0-1.0","attribution":"Station locations from Wikidata (CC0-1.0).","gate_m":800,"note":"Nearest station, not service: no frequency, timetable or departures."},"generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:0c1d470f-2c8d-4993-8a5c-fa9f03828570","name":"Iwaki Auditorium","category":"event_venue","address":"130 Southbank Blvd","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.22,"percentile":100,"photo":null,"transit":{"qid":"Q260986","name":"Flinders Street","mode":"rail","distanceM":600}},{"rank":2,"place_id":"gers:3c55baa5-f6e5-481b-95ea-1baba208432a","name":"Kew RSL","category":"event_venue","address":"63 Cotham Road","sources":["microsoft","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":96.15,"photo":null,"transit":{"qid":"Q6397910","name":"Kew railway station, Melbourne","mode":"rail","distanceM":475}},{"rank":3,"place_id":"gers:44294685-7d11-4022-9744-511298d592cc","name":"Rebel Stepz","category":"event_venue","address":"1/118a Carlisle Street","sources":["microsoft","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.149,"percentile":92.31,"photo":null,"transit":{"qid":"Q4849756","name":"Balaclava","mode":"rail","distanceM":510}},{"rank":4,"place_id":"gers:069334d2-ed38-4739-b157-f35267000122","name":"Racing Victoria Ltd (RV)","category":"event_venue","address":"400 Epsom Road","sources":["microsoft","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.131,"percentile":88.46,"photo":null,"transit":{"qid":"Q7503253","name":"Showgrounds","mode":"rail","distanceM":254}},{"rank":5,"place_id":"gers:83a8f56c-1f16-495d-a984-f8913f36ce12","name":"YBF Ventures","category":"event_venue","address":"520 Bourke Street","sources":["microsoft","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":84.62,"photo":null,"transit":{"qid":"Q5457040","name":"Flagstaff","mode":"rail","distanceM":448}},{"rank":6,"place_id":"gers:c4cd9e26-1ce8-4e14-978c-2f5b9c113a3e","name":"Dya Australia - Art Workshop Melbourne","category":"event_venue","address":"252 Graham Street","sources":["microsoft","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.12,"percentile":80.77,"photo":null,"transit":{"qid":"Q5593387","name":"Graham Street light rail station","mode":"rail","distanceM":215}},{"rank":7,"place_id":"gers:6c1be5b5-be69-4306-ae1d-5d7c2b06f11a","name":"Live Streaming Services","category":"event_venue","address":"75A Fitzroy Street","sources":["microsoft","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.111,"percentile":76.92,"photo":null,"transit":null},{"rank":8,"place_id":"gers:73008c8f-8a63-4e3f-b005-58d4402360a6","name":"Menxclusive","category":"event_venue","address":"375 Flinders Street","sources":["microsoft","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.056,"percentile":73.08,"photo":null,"transit":{"qid":"Q260986","name":"Flinders Street","mode":"rail","distanceM":422}},{"rank":9,"place_id":"gers:452a0496-e72e-4cb2-a7dc-c7c5548be980","name":"The Venue on Richmond Hill","category":"event_venue","address":"432 Church Street","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.965,"percentile":69.23,"photo":null,"transit":{"qid":"Q5329244","name":"East Richmond","mode":"rail","distanceM":177}},{"rank":10,"place_id":"gers:e5061a13-872d-49e5-995d-e37b267159d9","name":"Shane McConnell Couture","category":"event_venue","address":"188 Bridge Road","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.965,"percentile":65.38,"photo":null,"transit":{"qid":"Q7986342","name":"West Richmond","mode":"rail","distanceM":608}}]}